{"id":"W2984888430","doi":"10.1182/blood-2019-130087","title":"Prediction of Risk for Adverse Pregnancy Outcomes in Women with Sickle Cell Disease","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital; Canadian Blood Services; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Adverse effect; Retrospective cohort study; Gestational age; Anemia; Gestational hypertension; Pediatrics; Disease; Acute chest syndrome; Preeclampsia; Sickle cell anemia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137919,0.0003096696,0.0002303356,0.0009164499,0.0002428547,0.0005096731,0.0002796001,0.000387922,0.001207902],"category_scores_gemma":[0.005544256,0.0001592471,0.000320638,0.0005840809,0.000184388,0.0002450057,0.000455269,0.0005381328,0.0001888985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320957,"about_ca_system_score_gemma":0.0004203515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011082,"about_ca_topic_score_gemma":0.002034946,"domain_scores_codex":[0.9995822,0.0001498661,0.00006558508,0.00006487646,0.00008643421,0.00005107508],"domain_scores_gemma":[0.9980962,0.000698807,0.0007817204,0.00005869815,0.0001407927,0.0002238999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004824153,0.000007668642,0.9984238,0.000005624765,0.000009827959,0.00003669074,0.00001639097,0.00006882645,0.00002148043,0.00001030807,0.00004966175,0.001301483],"study_design_scores_gemma":[0.00001413783,0.0002041087,0.9954516,0.00005526959,0.00004719656,0.0008521164,0.0001617035,0.002539497,0.0001310513,0.000195838,0.0003404416,0.000006969251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997528,0.0006943789,0.0003491998,0.0001991589,0.00001652638,0.00001869583,0.0004599831,0.000008014417,0.0007259786],"genre_scores_gemma":[0.9986835,0.0003148134,0.0004184319,0.0000233259,0.00001548436,0.00001474019,0.0004249047,0.000001273386,0.0001034432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002011082,"threshold_uncertainty_score":0.006017923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004997376129940214,"score_gpt":0.198306997466933,"score_spread":0.1933096213369928,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}